This research demonstrates how large language models can advance medical research by analyzing thousands of studies on meninges - the protective membranes covering the brain.

• Processed over 25,000 studies to extract critical mechanical property data of meningeal tissues
• Established benchmark data for more accurate finite element modeling of brain injuries
• Identified knowledge gaps in current understanding of meningeal mechanical properties
• Demonstrated LLMs' capability to assist in comprehensive systematic reviews of complex medical literature

Why it matters: Improving traumatic brain injury models requires accurate mechanical properties of meninges. This AI-assisted approach accelerates data collection that traditionally would take years, potentially leading to better protective equipment and treatment protocols.

Mechanical Properties of the Meninges: Large Language Model Assisted Systematic Review of over 25,000 Studies